基于BP神经网络的人机联合率定SWMM研究     

桂晗亮  张春萍  武治国 《中国农村水利水电》2021,(3)

为解决雨洪管理模型(SWMM)在率定过程中参数复杂、过程繁琐等问题。以西宁市某地块为例建立SWMM模型,利用Morris筛选法进行参数灵敏度分析,并根据灵敏度分析的结果进行人工率定;另外利用BP神经网络对模型进行率定,并结合参数灵敏度对其进行优化。对3种率定方案进行分析,结果表明:水文水力模块参数的相对灵敏度基本一致,其中灵敏度较大的参数为子汇水区面积(Area)、不透水率(Imperv)和不透水区洼地蓄积量(Destore-Imperv),并且不同降雨条件下模型参数的灵敏度存在差异。经过优化后的BP神经网络参数率定方法的模型模拟效果最好,纳什系数最大。结合灵敏度优化BP神经网络的人机联合率定方法一方面能提高BP神经网络率定的准确性,另一方面又能提高传统人工率定的效率。  相似文献   

正交设计优化青蒿SRAP-PCR反应体系及引物筛选     

石紫薇  梁妍  姜婷婷  梁剑平  贾宁  辛志君  陆锡宏  周翔  李雪虎 《分子植物育种》2020,(10):3303-3310

为了建立青蒿的SRAP最佳扩增体系,并筛选出SRAP多态性引物,本研究以青蒿叶片DNA为模板,采用正交试验设计,以Mg^2+、dNTP Mix、Taq DNA聚合酶、引物和DNA模板5种因素5个水平,对青蒿SRAP反应体系进行研究。结果表明,青蒿SRAP-PCR最佳反应体系为:引物0.6μmol/L、Mg^2+2.0 mmol/L、模板DNA 5.1 ng、Taq DNA聚合酶2.0 U、dNTPs 0.25 mmol/L,总体积为25μL。各因素对扩增反应均有不同影响,其中引物浓度的影响最大,dNTPs的影响最小。运用该体系对不同种质资源的青蒿进行验证,证明该体系稳定可靠,并在30个引物组合中筛选出了25对扩增条带清晰,多态性丰富的引物组合。这一结论为今后利用SRAP标记技术进行青蒿分子遗传学研究提供了科学依据。  相似文献   

秦岭山区地被植物种质资源研究初报   总被引：1，自引：1，他引：0  

陈新露  赵祥云 《草业科学》1993,10(4):11-14

本文报道了秦岭山区地被植物的种类、产地、生态习性、形态特征及园林中的应用。  相似文献   

野大麦人工栽培驯化试验   总被引：1，自引：0，他引：1  

董卫民  李阜憬 《草业科学》1992,9(5):38-39

  相似文献   

猪带绦虫六钩蚴cDNA文库的构建与筛选   总被引：1，自引：0，他引：1  

唐雨德  陆承平 《中国兽医学报》2003,23(6):567-569

在体外将猪带绦虫虫卵孵化为有活力的六钩蚴。采用商品化试剂盒抽提六钩蚴总 RNA、m RNA,反转录为双链c DNA,再加 Eco R Adapter。在去除小片段后 ,dsc DNA与 λgt11噬菌体 DNA连接 ,经蛋白包装 ,构建了猪带绦虫六钩蚴λgt11c DNA文库。该文库效价为 3.5× 10 9pfu/ m L ,重组 DNA片段大小为 0 .5～ 3.2 kb,平均为 1.6 kb,蓝白斑比 1∶ 9。用抗体探针对文库进行免疫学筛选 ,在消除非特异性反应的基础上筛选约 10 6 重组子 ,共得到 118株强阳性克隆 ;应用 PCR鉴定上述部分阳性克隆 ,均扩增到 0 .5 kb以上的片段。结果显示 ,构建的文库合格 ,含六钩蚴所有抗原基因 ,可用于六钩蚴 c DNA克隆的筛选 ;用免疫学与 PCR联合筛选 c DNA文库 ,可消除假阳性  相似文献   

苎麻属野生种的光反应类型研究   总被引：4，自引：1，他引：3  

潘其辉 《中国麻业》2004,26(3):105-109

对苎麻属11个野生种资源进行了10h、13h、16h光照处理，在不同光长条件下，表现出短光照生育期缩短、长光照生育期延长；短光照生育期延长、长光照生育期缩短；长、短光照生育期都延长；长、短光照生育期都缩短四个类型，并且不同光照时间对不同的生殖生长期有不同的影响，生长发育的积温差异较大。  相似文献   

Rapid Screening for Aluminum Tolerance in Cereals by Use of the Chlorophyll Fluorescence Test   总被引：1，自引：0，他引：1  

M. Moustakas    G. Ouzounidou  R. Lannoye 《Plant Breeding》1993,111(4):343-346

The effects of aluminum on the photosynthetic apparatus were examined in cereals grown in nutrient solutions (pH 4.5) at two Al levels (0 and 148 μM). The chlorophyll fluorescence kinetics results confirmed that the soft wheat ‘BHG’ cultivar has the potential for growth on acid soils while triticale cultivars ‘Niovi’ and ‘Dada’ appeared to be relatively tolerant. The percentage decrease in F_v/F_m of the less tolerant cultivars after Al-treatment indicated a decrease in the efficiency of the primary photochemistry of PS II, while the decrease in the ratio F_V/F_osuggested that exposure of the cultivars ‘Dio’ and ‘Appulo E’ to aluminum caused injury to the thylakoid structure. The percentage fluctuations of the ratio F_v/F_mwere shown to correlate very closely with the assessment of injury as evaluated by the relative top fresh weight. Measurements of chlorophyll fluorescence in vivo could be used to monitor injury caused by “Al-stress”, and thus they may serve as a rapid screening test for Al tolerance.  相似文献   

全国甘蔗野生种质资源的采集和考察   总被引：6，自引：1，他引：5  

何顺长  杨清辉  肖风迥  张发春  何丽莲 《亚热带农业研究》1994,(1)

１９８５～１９９３年在全国进行了甘蔗野生种质资源的采集和考察。采集到甘蔗亚族（Ｓａｃｃｈａｒｉｎａｅ）内９个属１８个种的无性系共８２４份，种植在云南农业大学校园内（昆明黑龙潭），建立了甘蔗资源圃。考察了甘蔗属（Ｓａｃｃｈａｒｕｍ）、蔗茅属（Ｅｒｉａｎｔｈｕｓ）、河八王属（Ｎａｒｅｎｇａ）和芒属（Ｍｉｓｃａｎｔｈｕｓ）中主要野生种的地理分布、开花期、形态特征、繁殖方式、生态适应性、锤度和种质流失的情况。探明了割手密（Ｓ．ｓｐｏｎｔａｎｅｕｍＬ．）和斑茅（Ｓ．ａｒｕｎｄｉｎａｃｅｕｍＲｅｔｚ）的开花期与原产地纬度和海拔的相关，探索了割手密与蔗茅（Ｅ．ｆｕｌｖｕｓＮｅｅｓ）茎秆锤度与地理分布的联系。  相似文献   

山东绿篱树种的种质资源及其应用     

吴福川  韩朋  王波 《山东林业科技》2004,(2):22-26

在调查山东绿篱应用现状的基础上，从了解山东绿篱树种的种质资源状况着手，针对其种类、应用方式、生长特性和适应性挖掘利用方面进行分析。认为目前在绿篱种质资源应用方面存在一些问题，针对这些问题提出了一些建议。  相似文献   

Development of a semi-selective medium and an immunofluorescence colony-staining procedure for the detection of Clavibacter michiganensis subsp. sepedonicus in cattle manure slurry     

N. J. M. Roozen  J. W. L. Van Vuurde 《European journal of plant pathology / European Foundation for Plant Pathology》1991,97(5):321-334

Various compounds and basal media were tested for their suitability to create a semi-selective medium for isolation ofClavibacter michiganensis subsp.sepedonicus (Cms) from cattle manure slurry containing c. 10⁸ colony forming units (cfu) per ml.Plating efficiency of Cms in yeast glucose mineral medium (YGM) was 104% compared with yeast peptone glucose medium. Nalidixic acid, polymyxin B sulphate and the experimental disinfectant S-0208 inhibited colony growth of cattle slurry bacteria as compared with Cms in YGM. The optimal concentration of these inhibitors in combination was determined by modified agar diffusion tests and by pour plating in 24-well tissue culture plates. The semi-selective medium YGMI consisted of YGM supplemented with nalidixic acid (2 mg/l), polymyxin B sulphate (30 mg/l) and S-0208 (125 mg/l). Plating efficiency varied for Cms between 50.9 and 69.6%, for cattle slurry bacteria between 1.8 and 2.5% and for saprophytes from potato heel end extracts between 11.5 and 27.4%.Differentiation of Cms colonies from other colonies was based on their small and bluish colony morphology in pour plates and on immunofluorescence colony-staining (IFC). IFC of a pure culture of micro colonies of Cms in YGM was possible after one day incubation (colonies c. 5 cells). Green background fluorescence in the agar gels was prevented by addition of Tween 20 (0.1%) to the washing buffer and the use of 1% agar gels. IFC of macro colonies of Cms in YGMI, visible with 4x objective magnification, was possible after 4 days. The detection level of the target organism in artificially inoculated cattle slurry in YGMI based on colony morphology varied between 1.4×10³ and 2.3×10⁴ cfu per ml of cattle slurry. Miniaturized plating combined with IFC, using wells in tissue culture plates (=16 mm), proved suitable for detection, but was c. 30 times les sensitive. The recovery of Cms was negatively correlated with the number of saprophytic colonies in the agar plates (R ²=0.74).  相似文献